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Examining Exposure to Messaging, Content, and Hate Speech from Partisan News Social Media Posts on Racial and Ethnic Health Disparities
We investigated the content of liberal and conservative news media Facebook posts on race and ethnic health disparities. A total of 3,327,360 liberal and conservative news Facebook posts from the United States (US) from January 2015 to May 2022 were collected from the Crowd Tangle platform and filte...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960309/ https://www.ncbi.nlm.nih.gov/pubmed/36833925 http://dx.doi.org/10.3390/ijerph20043230 |
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author | Nguyen, Thu T. Yu, Weijun Merchant, Junaid S. Criss, Shaniece Kennedy, Chris J. Mane, Heran Gowda, Krishik N. Kim, Melanie Belani, Ritu Blanco, Caitlin F. Kalachagari, Manvitha Yue, Xiaohe Volpe, Vanessa V. Allen, Amani M. Hswen, Yulin Nguyen, Quynh C. |
author_facet | Nguyen, Thu T. Yu, Weijun Merchant, Junaid S. Criss, Shaniece Kennedy, Chris J. Mane, Heran Gowda, Krishik N. Kim, Melanie Belani, Ritu Blanco, Caitlin F. Kalachagari, Manvitha Yue, Xiaohe Volpe, Vanessa V. Allen, Amani M. Hswen, Yulin Nguyen, Quynh C. |
author_sort | Nguyen, Thu T. |
collection | PubMed |
description | We investigated the content of liberal and conservative news media Facebook posts on race and ethnic health disparities. A total of 3,327,360 liberal and conservative news Facebook posts from the United States (US) from January 2015 to May 2022 were collected from the Crowd Tangle platform and filtered for race and health-related keywords. Qualitative content analysis was conducted on a random sample of 1750 liberal and 1750 conservative posts. Posts were analyzed for a continuum of hate speech using a newly developed method combining faceted Rasch item response theory with deep learning. Across posts referencing Asian, Black, Latinx, Middle Eastern, and immigrants/refugees, liberal news posts had lower hate scores compared to conservative posts. Liberal news posts were more likely to acknowledge and detail the existence of racial/ethnic health disparities, while conservative news posts were more likely to highlight the negative consequences of protests, immigration, and the disenfranchisement of Whites. Facebook posts from liberal and conservative news focus on different themes with fewer discussions of racial inequities in conservative news. Investigating the discourse on race and health in social media news posts may inform our understanding of the public’s exposure to and knowledge of racial health disparities, and policy-level support for ameliorating these disparities. |
format | Online Article Text |
id | pubmed-9960309 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99603092023-02-26 Examining Exposure to Messaging, Content, and Hate Speech from Partisan News Social Media Posts on Racial and Ethnic Health Disparities Nguyen, Thu T. Yu, Weijun Merchant, Junaid S. Criss, Shaniece Kennedy, Chris J. Mane, Heran Gowda, Krishik N. Kim, Melanie Belani, Ritu Blanco, Caitlin F. Kalachagari, Manvitha Yue, Xiaohe Volpe, Vanessa V. Allen, Amani M. Hswen, Yulin Nguyen, Quynh C. Int J Environ Res Public Health Article We investigated the content of liberal and conservative news media Facebook posts on race and ethnic health disparities. A total of 3,327,360 liberal and conservative news Facebook posts from the United States (US) from January 2015 to May 2022 were collected from the Crowd Tangle platform and filtered for race and health-related keywords. Qualitative content analysis was conducted on a random sample of 1750 liberal and 1750 conservative posts. Posts were analyzed for a continuum of hate speech using a newly developed method combining faceted Rasch item response theory with deep learning. Across posts referencing Asian, Black, Latinx, Middle Eastern, and immigrants/refugees, liberal news posts had lower hate scores compared to conservative posts. Liberal news posts were more likely to acknowledge and detail the existence of racial/ethnic health disparities, while conservative news posts were more likely to highlight the negative consequences of protests, immigration, and the disenfranchisement of Whites. Facebook posts from liberal and conservative news focus on different themes with fewer discussions of racial inequities in conservative news. Investigating the discourse on race and health in social media news posts may inform our understanding of the public’s exposure to and knowledge of racial health disparities, and policy-level support for ameliorating these disparities. MDPI 2023-02-12 /pmc/articles/PMC9960309/ /pubmed/36833925 http://dx.doi.org/10.3390/ijerph20043230 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Nguyen, Thu T. Yu, Weijun Merchant, Junaid S. Criss, Shaniece Kennedy, Chris J. Mane, Heran Gowda, Krishik N. Kim, Melanie Belani, Ritu Blanco, Caitlin F. Kalachagari, Manvitha Yue, Xiaohe Volpe, Vanessa V. Allen, Amani M. Hswen, Yulin Nguyen, Quynh C. Examining Exposure to Messaging, Content, and Hate Speech from Partisan News Social Media Posts on Racial and Ethnic Health Disparities |
title | Examining Exposure to Messaging, Content, and Hate Speech from Partisan News Social Media Posts on Racial and Ethnic Health Disparities |
title_full | Examining Exposure to Messaging, Content, and Hate Speech from Partisan News Social Media Posts on Racial and Ethnic Health Disparities |
title_fullStr | Examining Exposure to Messaging, Content, and Hate Speech from Partisan News Social Media Posts on Racial and Ethnic Health Disparities |
title_full_unstemmed | Examining Exposure to Messaging, Content, and Hate Speech from Partisan News Social Media Posts on Racial and Ethnic Health Disparities |
title_short | Examining Exposure to Messaging, Content, and Hate Speech from Partisan News Social Media Posts on Racial and Ethnic Health Disparities |
title_sort | examining exposure to messaging, content, and hate speech from partisan news social media posts on racial and ethnic health disparities |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960309/ https://www.ncbi.nlm.nih.gov/pubmed/36833925 http://dx.doi.org/10.3390/ijerph20043230 |
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